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    PRL
    2011
    259views Computer Networks» more  PRL 2011»
    A Bayes-true data generator for evaluation of supervised and unsupervised learning methods
    13 years 1 months ago
    A Bayes-true data generator for evaluation of supervised and unsupervised learning methods
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    Benchmarking pattern recognition, machine learning and data mining methods commonly relies on real-world data sets. However, there are some disadvantages in using real-world data....
    Janick V. Frasch, Aleksander Lodwich, Faisal Shafa...
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    PRL
    2011
    231views Computer Networks» more  PRL 2011»
    Versatile spectral methods for point set matching
    13 years 1 months ago
    Versatile spectral methods for point set matching
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    Alberto Silletti, Alessandro Abate, Jeffrey D. Axe...
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    PRL
    2011
    191views Computer Networks» more  PRL 2011»
    Structural matching of 2D electrophoresis gels using deformed graphs
    13 years 1 months ago
    Structural matching of 2D electrophoresis gels using deformed graphs
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    2D electrophoresis is a well known method for protein separation which is extremely useful in the field of proteomics. Each spot in the image represents a protein accumulation an...
    Alexandre Noma, Alvaro Pardo, Roberto Marcondes Ce...
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    PRL
    2011
    235views Computer Networks» more  PRL 2011»
    Canonical correlation analysis using within-class coupling
    13 years 5 months ago
    Canonical correlation analysis using within-class coupling
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    Olcay Kursun, Ethem Alpaydin, Oleg V. Favorov
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    PRL
    2011
    220views Computer Networks» more  PRL 2011»
    Consistency of functional learning methods based on derivatives
    13 years 6 months ago
    Consistency of functional learning methods based on derivatives
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    In some real world applications, such as spectrometry, functional models achieve better predictive performances if they work on the derivatives of order m of their inputs rather t...
    Fabrice Rossi, Nathalie Villa-Vialaneix
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    PRL
    2011
    207views Computer Networks» more  PRL 2011»
    Correlation based speech-video synchronization
    13 years 6 months ago
    Correlation based speech-video synchronization
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    Amar A. El-Sallam, Ajmal S. Mian
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    PRL
    2011
    219views Computer Networks» more  PRL 2011»
    Object recognition using proportion-based prior information: Application to fisheries acoustics
    13 years 6 months ago
    Object recognition using proportion-based prior information: Application to fisheries acoustics
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    : This paper addresses the inference of probabilistic classification models using weakly supervised learning. The main contribution of this work is the development of learning meth...
    Riwal Lefort, Ronan Fablet, Jean-Marc Boucher
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    PRL
    2011
    225views Computer Networks» more  PRL 2011»
    Learning aspect models with partially labeled data
    13 years 6 months ago
    Learning aspect models with partially labeled data
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    Anastasia Krithara, Massih-Reza Amini, Cyril Goutt...
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    PRL
    2011
    214views Computer Networks» more  PRL 2011»
    Anti-aliased Euclidean distance transform
    13 years 6 months ago
    Anti-aliased Euclidean distance transform
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    Stefan Gustavson, Robin Strand
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    PRL
    2011
    201views Computer Networks» more  PRL 2011»
    Empirical study of light source selection for palmprint recognition
    13 years 6 months ago
    Empirical study of light source selection for palmprint recognition
    Download  www4.comp.polyu.edu.hk
    Zhenhua Guo, David Zhang, Lei Zhang 0006, Wangmeng...
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